Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
be refined to include
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "be refined to include" is correct and usable in written English.
It can be used when discussing the process of making something more precise or specific by adding additional elements or details. Example: "The proposal will be refined to include feedback from the stakeholders before the final submission."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(4)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
12 human-written examples
Their mandates need to be refined to include clear responsibility for both price and financial stability.
News & Media
At a recent education select committee hearing, Michael Gove's former policy adviser Sam Freedman, now at Teach First, which recruits academic high-fliers into teaching, suggested that School Direct could be refined to include a central application and sifting process that allocated graduates to certain schools.
News & Media
Also, the distance-based measures of access could be refined to include travel constraints, such as physical and psychological barriers to pedestrian movement (Brown et al. 2007).
Science
Of course, these methods can be refined to include more types, e.g., the monitor function can have a tuning method for changing its running cost, which is similar to the execute function.
Our operational definition of 'research collaboration' can therefore be refined to include any interaction between scientists through which two or more research groups are brought into alignment, allowing them to combine resources and so increase the scope of 'do-able' scientific work (after Fujimura 1987).
Ultimately, we believe that game theoretical models such as the one we have analyzed here should be refined to include the dynamics of human risk perception.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
48 human-written examples
Now, both the buffet and table menus have been refined to include what might be India's greatest culinary hits, with dishes representing almost every region.
News & Media
The common data elements were organized through a logical data model, which was refined to include dictionaries and minimize data redundancy.
Science
Cases were reviewed, and syndromes were refined to include common misspellings (e.g., "bicyle") and abbreviations (e.g., "gsw" for gunshot wounds).
Science
Here, the analytical expressions are refined to include a more complete dent geometry definition for transverse, longitudinal and short longitudinal dents.
However, the Irish programme is not optimised; the programme is being refined to include elements not yet covered, notably the biota.
Science
Expert writing Tips
Best practice
Use "be refined to include" when you want to describe the process of making something more precise or comprehensive by adding new elements. It's particularly useful in technical, academic, or formal contexts.
Common error
Avoid using "be refined to include" in very casual conversations. Opt for simpler alternatives like "add to" or "improve with" to maintain a natural tone.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "be refined to include" functions as an infinitive phrase, often part of a passive construction. Ludwig confirms its grammatical correctness. It suggests a process of improvement or precision achieved through the addition of specific elements.
Frequent in
Science
50%
News & Media
25%
Formal & Business
25%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "be refined to include" is a grammatically correct and useful construction for indicating that something is being improved or made more precise through the addition of specific elements. As Ludwig AI confirms, this phrase is most commonly found in scientific and formal writing contexts. While versatile, it is best suited for technical or professional settings, where its precision is most valued. For casual conversation, simpler alternatives are generally preferred.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
be improved to incorporate
Emphasizes enhancement through integration, suggesting a significant positive change.
be adjusted to add
Suggests a slight modification with an additional component.
be modified to contain
Focuses on altering the composition to hold something new.
be updated to integrate
Implies bringing something current by adding new features.
be expanded to encompass
Highlights growth to fully cover or include something.
be augmented to feature
Suggests adding something to enhance what is already present.
be enhanced to present
Focuses on boosting the quality to showcase something.
be developed to cover
Emphasizes a gradual process of growth to include additional topics.
be adapted to involve
Highlights modifying something to incorporate or bring in something new.
be transformed to integrate
Suggests a comprehensive change aimed at including a new element.
FAQs
How can I use "be refined to include" in a sentence?
The phrase "be refined to include" is used to indicate that something is improved or made more precise by adding new elements. For example, "The research methodology will be refined to include a larger sample size".
What are some alternatives to "be refined to include"?
You can use alternatives such as "be improved to incorporate", "be adjusted to add", or "be modified to contain" depending on the context.
Is it appropriate to use "be refined to include" in casual writing?
While grammatically correct, "be refined to include" is more suited to formal or technical writing. In casual contexts, simpler phrases like "add to" or "improve with" might be more appropriate.
What's the difference between "be refined to include" and "be expanded to include"?
"Be refined to include" suggests making something more precise by adding elements, while "be expanded to include" implies making something larger or more comprehensive. The choice depends on whether you are focusing on precision or breadth.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested